Technology Articles
Explore insights, tutorials, and updates from the Lexogrine team on AI, software development, and technology trends.
Building real-time interfaces with React: state, performance, and reliability
A live interface can update constantly and still show the wrong story. Drawing on Lexogrine's work on Ultra CS2 HUD, this article examines real-time interface engineering with React: separating events from current state, controlling rendering work, coordinating media, and recovering from interruptions. It also explains which lessons apply to smart glasses, sports telemetry, and monitoring displays.
AI Grounding: What It Is, How It Works, and How to Build Grounded AI Systems
AI grounding connects LLM outputs to trusted external evidence such as documents, search results, APIs, databases, and business systems. Learn how grounded AI works, how it differs from RAG, and how to design, evaluate, and secure production-ready grounded AI systems.
AI in Entertainment: Media, Gaming, Streaming
AI is reshaping entertainment across streaming, gaming, film, music, localization, and content production. This guide explains how media teams can use AI for recommendations, search, creative workflows, moderation, analytics, and AI agents - while staying realistic about data quality, rights, privacy, human review, and production risk.
Always On Memory Agent: what Google’s Memory Agent actually does
Always On Memory Agent is Google’s sample for building long-term memory into AI agents. This article explains how it works, including ingestion, structured memory storage in SQLite, consolidation, and query-time retrieval. It also shows the project’s limits, how it compares with managed memory services, and when it fits as a demo, starter pattern, or foundation for a production AI memory system.